Support CUDA 12.8.0 and CUDNN 9.7.0 plus Clang 19

• Support CUDA 12.8.0 and CUDNN 9.7.0
  • Add upstream patches supporting hermetic CUDA 12.8.0 and CUDNN 9.7.0.
    • PR #18248: cuda 12.6.2
    • https://github.com/tensorflow/tensorflow/commit/8ca77eb4bee16d6efe9a2cfda12ede448eb7bc72.patch
    • [PATCH] Add support for CUDA 12.6.3 and CUDNN 9.5.1/9.6.0.
    • https://github.com/tensorflow/tensorflow/commit/521421ea776003c21b9db6caeec1af7258f7e52e.patch
    • PR #20948: [GPU] Fix NCCL with CUDA 12.6.3.
    • https://github.com/tensorflow/tensorflow/commit/37c02230d750b1b593c498a2aaaec59b1875585c.patch
    • Add support for CUDA 12.8.0 and CUDNN 9.7.0.
    • https://github.com/tensorflow/tensorflow/commit/7ede78237dfbc5ddef63b01ddda6f6bad2458710.patch
    • Add NCCL dict entry for CUDA 12.8.0.
    • https://github.com/tensorflow/tensorflow/commit/8a0fbdaebc6209f6b90a8d9cfc83055253d69d1e.patch
  • Add custom patch for build failure based on https://github.com/tensorflow/tensorflow/commit/5467ee993e1d3e4709c1e99f3a15a978325ae536.
  • Update HERMETIC_CUDA_COMPUTE_CAPABILITIES compute capabilities.
    • Add sm_90a, sm_100, sm_100a, sm_101, sm_101a, sm_120 and sm_120a.
    • Replace compute_90 with compute120.
• Clang 19 support
  • -Wno-gnu-offsetof-extensions becomes -Wno-c23-extensions.
  • Add patch to have bazel apply patch to bundled cutlas. The patch being applied is https://github.com/NVIDIA/cutlass/commit/82f5075946e2569589439d500733b700a3141374.